Expression of PER1 in renal cancer - The Human Protein Atlas

KIDNEY CHROMOPHOBE (TCGA) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

PER1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.34

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

23.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	86.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	62.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	56.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	53.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	51.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	51.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	47.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	38.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	37.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	37.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	36.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	35.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	34.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	33.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	31.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	30.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	30.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	28.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	27.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	27.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	27.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	26.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	26.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	24.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	24.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	23.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	23.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	22.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	22.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	21.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	20.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	19.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	19.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	17.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	17.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	17.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	16.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	16.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	16.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	16.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	15.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	15.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	14.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	13.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	12.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	11.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	10.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	10.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	9.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	9.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	8.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	4.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PER1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.53

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

38.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	344.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	189.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	166.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	162.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	161.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	157.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	143.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	143.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	140.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	132.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	126.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	123.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	121.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	120.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	119.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	115.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	114.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	114.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	112.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	109.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	109.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	107.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	106.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	106.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	105.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	105.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	104.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	102.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	102.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	102.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	101.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	101.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	95.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	95.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	95.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	93.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	93.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	90.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	89.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	87.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	87.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	86.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	86.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	85.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	85.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	84.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	84.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	84.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	83.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	82.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	80.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	79.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	76.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	75.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	75.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	75.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	74.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	74.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	74.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	73.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	73.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	72.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	71.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	70.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	70.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	70.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	69.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	68.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	67.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	66.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	66.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	65.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	65.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	65.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	64.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	63.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	63.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	63.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	63.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	63.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	63.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	61.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	61.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	61.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	60.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	60.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	60.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	60.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	60.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	59.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	59.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	58.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	58.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	58.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	58.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	58.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	58.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	57.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	57.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	57.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	56.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	56.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	56.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	56.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	56.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	55.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	55.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	55.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	54.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	54.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	54.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	54.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	54.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	53.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	53.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	52.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	52.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	52.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	52.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	52.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	50.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	50.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	50.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	50.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	49.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	49.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	49.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	49.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	49.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	49.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	49.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	49.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	49.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	49.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	49.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	48.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	48.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	47.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	47.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	47.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	47.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	46.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	46.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	46.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	45.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	45.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	44.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	44.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	44.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	43.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	43.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	43.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	43.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	43.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	43.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	43.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	43.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	42.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	42.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	42.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	42.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	42.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	42.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	41.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	41.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	41.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	41.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	41.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	41.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	41.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	40.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	40.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	40.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	40.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	40.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	39.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	39.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	39.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	39.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	39.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	39.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	39.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	39.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	39.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	38.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	38.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	38.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	38.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	38.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	37.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	37.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	37.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	37.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	37.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	36.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	36.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	36.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	36.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	36.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	36.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	36.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	36.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	36.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	36.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	35.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	35.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	35.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	35.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	35.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	35.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	35.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	34.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	34.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	34.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	34.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	34.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	34.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	34.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	33.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	33.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	33.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	33.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	33.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	33.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	33.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	33.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	33.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	33.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	33.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	32.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	32.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	32.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	31.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	31.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	31.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	31.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	31.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	31.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	31.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	31.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	31.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	30.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	30.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	30.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	30.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	30.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	30.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	30.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	30.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	30.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	29.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	29.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	29.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	29.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	29.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	29.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	29.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	29.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	29.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	29.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	29.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	29.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	29.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	29.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	29.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	28.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	28.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	28.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	28.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	28.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	28.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	28.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	28.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	27.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	27.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	27.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	27.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	27.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	27.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	27.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	27.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	27.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	27.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	26.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	26.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	26.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	26.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	26.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	26.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	26.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	26.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	26.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	25.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	25.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	25.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	25.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	25.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	25.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	25.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	25.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	24.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	24.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	24.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	24.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	24.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	24.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	24.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	24.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	24.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	23.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	23.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	23.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	23.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	23.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	22.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	22.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	22.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	22.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	22.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	22.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	22.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	22.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	22.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	22.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	21.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	21.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	21.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	21.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	21.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	21.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	21.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	21.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	21.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	21.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	21.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	20.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	20.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	20.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	20.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	20.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	20.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	20.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	20.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	20.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	19.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	19.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	19.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	19.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	19.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	19.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	19.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	19.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	19.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	19.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	19.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	19.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	18.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	18.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	18.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	18.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	18.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	18.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	18.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	18.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	18.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	17.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	17.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	17.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	17.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	17.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	17.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	17.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	17.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	17.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	17.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	17.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	17.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	16.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	16.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	16.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	16.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	16.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	16.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	16.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	16.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	16.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	16.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	16.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	16.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	16.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	15.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	15.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	15.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	15.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	15.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	15.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	15.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	15.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	15.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	15.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	15.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	14.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	14.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	14.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	14.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	14.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	14.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	14.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	13.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	13.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	13.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	13.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	13.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	13.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	12.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	12.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	12.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	12.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	12.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	12.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	12.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	12.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	11.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	11.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	11.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	11.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	10.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	10.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	10.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	10.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	10.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	10.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	10.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	9.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	9.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	9.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	8.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	8.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	8.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	7.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	7.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	7.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	7.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	6.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	6.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	6.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	4.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	4.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PER1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.95

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

27.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	113.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	86.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	79.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	70.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	69.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	62.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	61.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	60.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	57.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	57.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	56.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	50.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	47.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	46.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	45.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	45.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	45.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	45.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	44.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	41.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	41.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	40.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	40.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	39.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	38.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	38.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	38.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	37.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	35.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	33.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	33.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	31.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	31.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	30.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	29.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	29.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	29.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	28.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	26.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	24.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	24.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	23.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	23.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	23.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	22.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	21.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	21.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	21.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	20.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	20.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	20.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	19.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	19.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	19.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	18.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	18.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	18.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	18.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	17.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	16.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	16.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	16.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	15.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	15.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	14.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	13.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	13.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	12.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	11.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	11.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	9.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	9.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	7.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	7.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	7.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	6.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	6.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	6.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	5.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	4.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	3.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PER1 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.6

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

32.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	195.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	124.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	116.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	114.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	113.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	107.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	106.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	102.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	100.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	99.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	96.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	94.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	91.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	91.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	90.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	84.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	83.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	74.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	74.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	73.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	73.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	71.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	69.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	68.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	66.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	65.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	64.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	63.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	63.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	62.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	62.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	61.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	60.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	60.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	60.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	59.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	59.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	58.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	58.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	57.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	56.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	56.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	55.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	55.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	54.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	54.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	52.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	52.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	51.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	50.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	49.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	49.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	49.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	49.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	49.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	48.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	48.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	48.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	47.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	47.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	47.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	47.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	46.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	46.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	46.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	45.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	44.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	44.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	43.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	42.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	42.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	41.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	40.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	39.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	39.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	39.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	39.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	38.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	38.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	38.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	38.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	37.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	37.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	37.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	36.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	36.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	36.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	35.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	35.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	35.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	35.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	35.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	35.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	34.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	34.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	34.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	34.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	33.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	33.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	33.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	33.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	33.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	33.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	32.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	32.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	32.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	32.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	31.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	31.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	31.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	31.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	31.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	30.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	30.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	30.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	29.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	29.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	29.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	29.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	29.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	28.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	28.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	28.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	28.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	28.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	27.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	27.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	26.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	26.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	26.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	26.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	26.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	25.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	25.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	25.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	25.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	25.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	24.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	24.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	24.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	24.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	24.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	24.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	24.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	23.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	23.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	23.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	22.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	22.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	22.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	22.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	21.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	21.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	21.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	21.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	21.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	21.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	21.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	20.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	19.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	19.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	19.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	19.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	18.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	18.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	18.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	18.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	17.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	17.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	16.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	16.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	16.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	16.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	16.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	16.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	16.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	16.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	15.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	15.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	15.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	15.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	15.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	15.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	15.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	14.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	14.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	14.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	14.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	14.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	14.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	14.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	14.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	14.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	14.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	13.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	13.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	12.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	12.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	12.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	12.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	12.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	12.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	12.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	12.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	11.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	11.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	10.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	10.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	10.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	9.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	8.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	7.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	6.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	6.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	5.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	3.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	1.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	1.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	1.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0092160003	Tumor	1.1
CPT0086950003	Tumor	1.1
CPT0092290003	Tumor	1.1
CPT0079180003	Tumor	0.9
CPT0078510003	Tumor	0.8
CPT0066430001	Normal	0.8
CPT0009020003	Normal	0.6
CPT0064370003	Tumor	0.6
CPT0014160003	Tumor	0.6
CPT0007860003	Tumor	0.5
CPT0065930003	Tumor	0.5
CPT0092790003	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0071150004	Tumor	0.5
CPT0075720003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0077500001	Normal	0.5
CPT0026420001	Normal	0.4
CPT0078800003	Tumor	0.4
CPT0066520001	Normal	0.4
CPT0010170001	Normal	0.4
CPT0077490003	Tumor	0.4
CPT0079410003	Tumor	0.4
CPT0079380003	Tumor	0.4
CPT0065430003	Tumor	0.4
CPT0023710001	Normal	0.3
CPT0086360003	Tumor	0.3
CPT0075570001	Normal	0.3
CPT0020020001	Normal	0.3
CPT0065870003	Tumor	0.3
CPT0006530001	Normal	0.3
CPT0078840001	Normal	0.3
CPT0088500001	Normal	0.3
CPT0077320001	Normal	0.3
CPT0082010001	Normal	0.3
CPT0006900003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0092800003	Normal	0.3
CPT0089020003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0007870001	Normal	0.2
CPT0000640003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0088550004	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0065690003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0086970003	Normal	0.2
CPT0086370003	Normal	0.2
CPT0065820001	Normal	0.2
CPT0087040003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0023690003	Tumor	0.2
CPT0015910003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0014350001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0086890003	Normal	0.1
CPT0063320003	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0001540009	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0079000001	Normal	0.1
CPT0079300001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0078990003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0025050003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0012920003	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0023350003	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0015730003	Tumor	0.0
CPT0088900003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0012550003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0081880003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0078530001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0079430001	Normal	0.0
CPT0001190001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0007320003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0017850003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0086820003	Tumor	-0.1
CPT0014130001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0081600003	Tumor	-0.1
CPT0079270003	Tumor	-0.2
CPT0086030003	Tumor	-0.2
CPT0023360001	Normal	-0.2
CPT0012670003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0019160001	Normal	-0.2
CPT0026410003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0092310003	Normal	-0.2
CPT0006440003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0077110003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0019130003	Tumor	-0.3
CPT0000790001	Normal	-0.3
CPT0012180003	Tumor	-0.3
CPT0064400001	Normal	-0.3
CPT0069000003	Tumor	-0.3
CPT0012370003	Tumor	-0.3
CPT0024680001	Normal	-0.3
CPT0001180009	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0092740003	Normal	-0.4
CPT0017450001	Normal	-0.4
CPT0014450004	Tumor	-0.4
CPT0001550001	Normal	-0.4
CPT0009000003	Tumor	-0.4
CPT0065450001	Normal	-0.4
CPT0002270011	Tumor	-0.7
CPT0024670003	Tumor	-0.7
CPT0000780007	Tumor	-1.0
CPT0002370001	Normal	N/A
CPT0078660003	Tumor	N/A
CPT0002350011	Tumor	N/A
CPT0001350001	Normal	N/A
CPT0088760003	Tumor	N/A
CPT0020120003	Tumor	N/A
CPT0063630003	Tumor	N/A
CPT0001340003	Tumor	N/A
CPT0063640001	Normal	N/A
CPT0088710001	Normal	N/A
CPT0020130001	Normal	N/A
CPT0078670001	Normal	N/A
CPT0088690003	Tumor	N/A
CPT0075170001	Normal	N/A
CPT0088780001	Normal	N/A
CPT0075130003	Tumor	N/A
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RENAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis